A novel dimension reduction algorithm based on weighted kernel principal analysis for gene expression data.

Gene expression data has the characteristics of high dimensionality and a small sample size and contains a large number of redundant genes unrelated to a disease. The direct application of machine learning to classify this type of data will not only incur a great time cost but will also sometimes fa...

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Autores principales: Wen Bo Liu, Sheng Nan Liang, Xi Wen Qin
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
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Acceso en línea:https://doaj.org/article/fe5964de855540498082f32ea101742b
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